How to use a nested loop for multiple CSV
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Hi, I am having some trouble with the following problem. I did some testing and tested 5 materials, 3 times each therefore I have files called a_1, a_2, a_3, b_1, b_2 etc.
I want to create a loop where I can open the csv files, read the first 2 columns for each file column 1 = variable X, column 2 =Variable Y, and then find averages for X and Y variables in 'A', 'B', 'C' (A = a_1, a_2, a_3 etc)
This is the code I have so far but I am having issues with doing the correct mean operations and finding the correct area under graph per file as that is not working
for f = 1:5
Lab = ['a_'; 'b_'; 'c_';'d_';'e_'];
for n = 1:3
filename = ([Lab(f,:),num2str(n),'.csv']);
Test= csvread(filename,1,0);
Extension_Or = Test(:,1);
Force_Or = Test(:,2);
%Subtract noise
Ext_sub = Test(2,1);
F_sub = Test(2,2);
%start at 0
Extension(f,n,:) = Extension_Or(:,1) - Ext_sub;
Force(f,n,:) = Force_Or(:,1) - F_sub;
%Calculate area under graph
Area_Test(f) = trapz(Extension(f,n,:), Force(f,n,:));
end
Extension_Average = mean(Extension);
end
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Bob Thompson
2019년 1월 31일
This is the code I have so far but I am having issues with doing the correct mean operations and finding the correct area under graph per file as that is not working
What do you mean by 'correct'? What type of results are you seeing, and how do they differ from what you were expecting?
Sue MM
2019년 1월 31일
Bob Thompson
2019년 1월 31일
For both trapz and mean you can set a dimension input, which I believe is what you need. Try:
Area_Test(f) = trapz(Extension(f,n,:), Force(f,n,:),1); % For rows dimension
And the same adjustment for rows of mean.
Sue MM
2019년 1월 31일
Bob Thompson
2019년 1월 31일
Maybe try
Area_Test(f) = trapz([Extension(f,n,:), Force(f,n,:)],1); % Concatonate the two together
Unfortunately, I don't have a perfect solution for you, as I haven't personally used trapz, and don't know how exactly your data should be organized. If the above doesn't work then I would suggest pulling up the documentation of trapz and reviewing it yourself, as that is all I will be able to do.
Feel free to ask any further clarification questions, and I'm sure we will help as we can.
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